MLSysOps/Active-Learning-as-a-Service

Issues

• Enable large language model pipeline

  #44 opened a year ago by huangyz0918
  0

• Serve source indexes of the queried data

  #42 opened 2 years ago by jamnicki
  1

• Missing model confidence values for NER model prediction result in error

  #41 opened 2 years ago by jamnicki
  0

• transformers NER model service start failure

  #39 opened 2 years ago by jamnicki
  3

• Github Action Script for Pushing Docker Image

  #40 opened 2 years ago by huangyz0918
  0

• make Asynchronous processing more modular?

  #38 opened 2 years ago by HuaizhengZhang
  1

• intergrate with huggingface evaluate

  #37 opened 2 years ago by HuaizhengZhang
  1

• need the docker file

  #35 opened 2 years ago by HuaizhengZhang
  1

• Pure Numerical Values as Embedding

  #34 opened 2 years ago by huangyz0918
  1

• Feedback in the Client Side

  #29 opened 2 years ago by huangyz0918
  0

• Add and benchmark strategies

  #13 opened 2 years ago by huangyz0918
  0

• data management for large-scale active learning scenario

  #28 opened 2 years ago by huangyz0918
  0

• Model Updater

  #31 opened 2 years ago by huangyz0918
  0

• optimize imports of deep learning frameworks

  #14 opened 2 years ago by huangyz0918
  0

• initial round fine-tuning API for active learners

  #18 opened 2 years ago by huangyz0918
  0

• dropout active learning setting

  #27 opened 2 years ago by huangyz0918
  0

• Add contributors in the README.md

  #22 opened 2 years ago by huangyz0918
  6

• support loading local files for AL

  #21 opened 2 years ago by huangyz0918
  0

• support models from huggingface

  #16 opened 2 years ago by huangyz0918
  0

• Active learning model download from Huggingface and TorchHub

  #10 opened 2 years ago by huangyz0918
  0

• Fix configuration of AL server.

  #12 opened 2 years ago by huangyz0918
  0

• map file path to return uris

  #8 opened 2 years ago by huangyz0918
  0

• setup global key for data downloader, updated local file uploading

  #7 opened 2 years ago by huangyz0918
  0

• Inconsistent AL results with Async and Block modes when BS > 1

  #5 opened 2 years ago by huangyz0918
  0